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Local Additivity Based Data Augmentation for Semi-supervised NER

Oct 04, 2020
Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang

* EMNLP 2020 

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Progressive Generation of Long Text

Jun 28, 2020
Bowen Tan, Zichao Yang, Maruan AI-Shedivat, Eric P. Xing, Zhiting Hu

* Code available at https://github.com/tanyuqian/progressive-generation 

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MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

Apr 25, 2020
Jiaao Chen, Zichao Yang, Diyi Yang

* ACL 2020 

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Multimodal Intelligence: Representation Learning, Information Fusion, and Applications

Nov 10, 2019
Chao Zhang, Zichao Yang, Xiaodong He, Li Deng


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Toward Unsupervised Text Content Manipulation

Feb 08, 2019
Wentao Wang, Zhiting Hu, Zichao Yang, Haoran Shi, Frank Xu, Eric Xing

* The first 2 authors contributed equally. Dataset is released at https://github.com/ZhitingHu/text_content_manipulation 

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Connecting the Dots Between MLE and RL for Sequence Generation

Nov 24, 2018
Bowen Tan, Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Eric Xing

* The first two authors contributed equally. Code available at: https://github.com/asyml/texar/tree/master/examples/seq2seq_exposure_bias 

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Toward Controlled Generation of Text

Sep 13, 2018
Zhiting Hu, Zichao Yang, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing

* Code adapted for text style transfer is released at: https://github.com/asyml/texar/tree/master/examples/text_style_transfer 

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Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation

Sep 04, 2018
Zhiting Hu, Haoran Shi, Zichao Yang, Bowen Tan, Tiancheng Zhao, Junxian He, Wentao Wang, Xingjiang Yu, Lianhui Qin, Di Wang, Xuezhe Ma, Hector Liu, Xiaodan Liang, Wanrong Zhu, Devendra Singh Sachan, Eric P. Xing

* 14 pages; Github: https://github.com/asyml/texar 

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On Unifying Deep Generative Models

Jul 11, 2018
Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Eric P. Xing

* Polished and extended content over the ICLR conference version: https://openreview.net/pdf?id=rylSzl-R

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Deep Generative Models with Learnable Knowledge Constraints

Jun 26, 2018
Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Xiaodan Liang, Lianhui Qin, Haoye Dong, Eric Xing


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Unsupervised Text Style Transfer using Language Models as Discriminators

May 31, 2018
Zichao Yang, Zhiting Hu, Chris Dyer, Eric P. Xing, Taylor Berg-Kirkpatrick


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Reference-Aware Language Models

Aug 09, 2017
Zichao Yang, Phil Blunsom, Chris Dyer, Wang Ling

* emnlp camera ready 

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Improved Variational Autoencoders for Text Modeling using Dilated Convolutions

Jun 18, 2017
Zichao Yang, Zhiting Hu, Ruslan Salakhutdinov, Taylor Berg-Kirkpatrick

* camera ready 

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Neural Machine Translation with Recurrent Attention Modeling

Jul 18, 2016
Zichao Yang, Zhiting Hu, Yuntian Deng, Chris Dyer, Alex Smola


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Stacked Attention Networks for Image Question Answering

Jan 26, 2016
Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Smola

* test-dev/standard results added 

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Deep Fried Convnets

Jul 17, 2015
Zichao Yang, Marcin Moczulski, Misha Denil, Nando de Freitas, Alex Smola, Le Song, Ziyu Wang

* svd experiments included 

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A la Carte - Learning Fast Kernels

Dec 19, 2014
Zichao Yang, Alexander J. Smola, Le Song, Andrew Gordon Wilson


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